Chapter # 05
Discriminant Analysis (DA)

Introduction

Introduction (Cont’d)

When DA is Used?

What is DA?

What is DA (Cont’d)?

The Curse of Dimensionality?

What Problem Does Curse of Dimensionality Cause?

Linear Discriminant Analysis (LDA)

Linear Discriminant Analysis (LDA) (Cont’d)

Linear Discriminant Analysis (LDA) (Cont’d)

Linear Discriminant Analysis (LDA) (Cont’d)

Linear Discriminant Analysis (LDA) (Cont’d)

Quadratic Discriminant Analysis (QDA)

How Do LDA and QDA Make Predictions?

How Do LDA and QDA Make Predictions (Cont’d)?

Strength and Weakness of LDA and QDA

Strength and Weakness of LDA and QDA (Cont’d)

Questions or Queries

Questions

Queries